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Antoine Liutkus
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2020 – today
- 2023
- [c52]Ondrej Cífka, Antoine Liutkus:
Black-box language model explanation by context length probing. ACL (2) 2023: 1067-1079 - 2022
- [b1]Antoine Liutkus:
Principled methods for mixtures processing. University of Montpellier, France, 2022 - [i11]Ondrej Cífka, Antoine Liutkus:
Black-box language model explanation by context length probing. CoRR abs/2212.14815 (2022) - 2021
- [c51]Antoine Liutkus, Ondrej Cífka, Shih-Lun Wu, Umut Simsekli, Yi-Hsuan Yang, Gaël Richard:
Relative Positional Encoding for Transformers with Linear Complexity. ICML 2021: 7067-7079 - [i10]Antoine Liutkus, Ondrej Cífka
, Shih-Lun Wu, Umut Simsekli, Yi-Hsuan Yang, Gaël Richard:
Relative Positional Encoding for Transformers with Linear Complexity. CoRR abs/2105.08399 (2021) - 2020
- [j11]Mathieu Fontaine
Separation of alpha-stable random vectors. Signal Process. 170: 107465 (2020)
2010 – 2019
- 2019
- [j10]Fabian-Robert Stöter, Stefan Uhlich
Open-Unmix - A Reference Implementation for Music Source Separation. J. Open Source Softw. 4(41): 1667 (2019) - [j9]Estefanía Cano
Musical Source Separation: An Introduction. IEEE Signal Process. Mag. 36(1): 31-40 (2019) - [c50]Mathieu Fontaine
Cauchy Multichannel Speech Enhancement with a Deep Speech Prior. EUSIPCO 2019: 1-5 - [c49]Simon Leglaive
Speech Enhancement with Variational Autoencoders and Alpha-stable Distributions. ICASSP 2019: 541-545 - [c48]Antoine Liutkus, Umut Simsekli, Szymon Majewski, Alain Durmus, Fabian-Robert Stöter:
Sliced-Wasserstein Flows: Nonparametric Generative Modeling via Optimal Transport and Diffusions. ICML 2019: 4104-4113 - [i9]Simon Leglaive, Umut Simsekli, Antoine Liutkus, Laurent Girin, Radu Horaud:
Speech enhancement with variational autoencoders and alpha-stable distributions. CoRR abs/1902.03926 (2019) - [i8]Giuseppe Amato, Malte Behrmann, Frédéric Bimbot, Baptiste Caramiaux
AI in the media and creative industries. CoRR abs/1905.04175 (2019) - 2018
- [j8]Zafar Rafii
An Overview of Lead and Accompaniment Separation in Music. IEEE ACM Trans. Audio Speech Lang. Process. 26(8): 1307-1335 (2018) - [c47]Mathieu Fontaine
Multichannel Audio Modeling with Elliptically Stable Tensor Decomposition. LVA/ICA 2018: 13-23 - [c46]Fabian-Robert Stöter, Antoine Liutkus, Nobutaka Ito:
The 2018 Signal Separation Evaluation Campaign. LVA/ICA 2018: 293-305 - [c45]Antoine Liutkus, Christian Rohlfing
Audio Source Separation with Magnitude Priors: The Beads Model. ICASSP 2018: 56-60 - [c44]Umut Simsekli, Halil Erdogan, Simon Leglaive
Alpha-Stable Low-Rank Plus Residual Decomposition for Speech Enhancement. ICASSP 2018: 651-655 - [c43]Diego Di Carlo, Antoine Liutkus, Ken Deguemel:
Interference Reduction on Full-Length Live Recordings. ICASSP 2018: 736-740 - [c42]Nicolas Keriven
Blind Source Separation Using Mixtures of Alpha-Stable Distributions. ICASSP 2018: 771-775 - [i7]Fabian-Robert Stöter, Antoine Liutkus, Nobutaka Ito:
The 2018 Signal Separation Evaluation Campaign. CoRR abs/1804.06267 (2018) - [i6]Zafar Rafii, Antoine Liutkus, Fabian-Robert Stöter, Stylianos Ioannis Mimilakis, Derry FitzGerald, Bryan Pardo:
An Overview of Lead and Accompaniment Separation in Music. CoRR abs/1804.08300 (2018) - [i5]Umut Simsekli, Antoine Liutkus, Szymon Majewski, Alain Durmus:
Sliced-Wasserstein Flows: Nonparametric Generative Modeling via Optimal Transport and Diffusions. CoRR abs/1806.08141 (2018) - 2017
- [c41]Mathieu Fontaine, Charles Vanwynsberghe, Antoine Liutkus, Roland Badeau:
Scalable source localization with multichannel α-stable distributions. EUSIPCO 2017: 11-15 - [c40]Mathieu Fontaine
Sketching for Nearfield Acoustic Imaging of Heavy-Tailed Sources. LVA/ICA 2017: 80-88 - [c39]Antoine Liutkus, Fabian-Robert Stöter, Zafar Rafii, Daichi Kitamura, Bertrand Rivet, Nobutaka Ito, Nobutaka Ono, Julie Fontecave:
The 2016 Signal Separation Evaluation Campaign. LVA/ICA 2017: 323-332 - [c38]Derry FitzGerald, Zafar Rafii, Antoine Liutkus:
User assisted separation of repeating patterns in time and frequency using magnitude projections. ICASSP 2017: 396-400 - [c37]Fatemeh Pishdadian, Bryan Pardo, Antoine Liutkus:
A Multi-resolution approach to Common Fate-based audio separation. ICASSP 2017: 566-570 - [c36]Simon Leglaive
Alpha-stable multichannel audio source separation. ICASSP 2017: 576-580 - [c35]Christian Rohlfing
Very low bitrate spatial audio coding with dimensionality reduction. ICASSP 2017: 741-745 - [c34]Christian Rohlfing
Quantization-aware parameter estimation for audio upmixing. ICASSP 2017: 746-750 - [c33]Antoine Liutkus, Kazuyoshi Yoshii
A diagonal plus low-rank covariance model for computationally efficient source separation. MLSP 2017: 1-6 - [c32]Diego Di Carlo, Ken Déguernel, Antoine Liutkus:
Gaussian Framework for Interference Reduction in Live Recordings. Semantic Audio 2017 - [c31]Mathieu Fontaine, Antoine Liutkus, Laurent Girin, Roland Badeau:
Explaining the parameterized wiener filter with alpha-stable processes. WASPAA 2017: 51-55 - [c30]Paul Magron, Roland Badeau, Antoine Liutkus:
Lévy NMF for robust nonnegative source separation. WASPAA 2017: 259-263 - [i4]Nicolas Keriven
Blind Source Separation Using Mixtures of Alpha-Stable Distributions. CoRR abs/1711.04460 (2017) - 2016
- [j7]Derry Fitzgerald
Projection-Based Demixing of Spatial Audio. IEEE ACM Trans. Audio Speech Lang. Process. 24(9): 1560-1572 (2016) - [j6]Aditya Arie Nugraha
Multichannel Audio Source Separation With Deep Neural Networks. IEEE ACM Trans. Audio Speech Lang. Process. 24(9): 1652-1664 (2016) - [c29]Aditya Arie Nugraha
Multichannel music separation with deep neural networks. EUSIPCO 2016: 1748-1752 - [c28]Andrew J. R. Simpson, Gerard Roma
Evaluation of audio source separation models using hypothesis-driven non-parametric statistical methods. EUSIPCO 2016: 1763-1767 - [c27]Derry Fitzgerald, Antoine Liutkus, Roland Badeau:
PROJET - Spatial audio separation using projections. ICASSP 2016: 36-40 - [c26]Fabian-Robert Stöter, Antoine Liutkus, Roland Badeau, Bernd Edler, Paul Magron:
Common fate model for unison source separation. ICASSP 2016: 126-130 - [i3]Paul Magron, Roland Badeau, Antoine Liutkus:
Separation of nonnegative alpha-stable sources. CoRR abs/1608.01844 (2016) - 2015
- [j5]Umut Simsekli, Antoine Liutkus, Ali Taylan Cemgil:
Alpha-Stable Matrix Factorization. IEEE Signal Process. Lett. 22(12): 2289-2293 (2015) - [c25]Sunit Sivasankaran, Aditya Arie Nugraha
Robust ASR using neural network based speech enhancement and feature simulation. ASRU 2015: 482-489 - [c24]Antoine Liutkus, Umut Simsekli, A. Taylan Cemgil
Extraction of Temporal Patterns in Multi-rate and Multi-modal Datasets. LVA/ICA 2015: 135-142 - [c23]Nobutaka Ono, Zafar Rafii, Daichi Kitamura, Nobutaka Ito, Antoine Liutkus:
The 2015 Signal Separation Evaluation Campaign. LVA/ICA 2015: 387-395 - [c22]Antoine Liutkus, Derry Fitzgerald, Zafar Rafii:
Scalable audio separation with light Kernel Additive Modelling. ICASSP 2015: 76-80 - [c21]Antoine Liutkus, Roland Badeau:
Generalized Wiener filtering with fractional power spectrograms. ICASSP 2015: 266-270 - [c20]Zafar Rafii, Antoine Liutkus, Bryan Pardo:
A simple user interface system for recovering patterns repeating in time and frequency in mixtures of sounds. ICASSP 2015: 271-275 - [c19]Thomas Prätzlich, Rachel M. Bittner, Antoine Liutkus, Meinard Müller
Kernel Additive Modeling for interference reduction in multi-channel music recordings. ICASSP 2015: 584-588 - [c18]Serap Kirbiz, Antoine Liutkus, A. Taylan Cemgil
Dialogue enhancement using kernel additive modelling. SIU 2015: 2242-2245 - [c17]Antoine Liutkus, Derry Fitzgerald, Roland Badeau:
Cauchy nonnegative matrix factorization. WASPAA 2015: 1-5 - [c16]Antoine Liutkus, Temiloluwa Olubanjo
Source separation for target enhancement of food intake acoustics from noisy recordings. WASPAA 2015: 1-5 - [i2]Manuel Moussallam, Antoine Liutkus, Laurent Daudet:
Listening to features. CoRR abs/1501.04981 (2015) - 2014
- [j4]Antoine Liutkus, Derry Fitzgerald, Zafar Rafii, Bryan Pardo, Laurent Daudet:
Kernel Additive Models for Source Separation. IEEE Trans. Signal Process. 62(16): 4298-4310 (2014) - [c15]Antoine Liutkus, David Martina, Sylvain Gigan, Laurent Daudet:
Compressed sensing under strong noise. Application to imaging through multiply scattering media. EUSIPCO 2014: 716-720 - [c14]Serap Kirbiz, Alexey Ozerov, Antoine Liutkus, Laurent Girin:
Perceptual coding-based Informed Source Separation. EUSIPCO 2014: 959-963 - [c13]Antoine Liutkus, Zafar Rafii, Bryan Pardo, Derry Fitzgerald, Laurent Daudet:
Kernel spectrogram models for source separation. HSCMA 2014: 6-10 - [i1]Laurent Jacques, Christophe De Vleeschouwer, Yannick Boursier, Prasad Sudhakar, C. De Mol, Aleksandra Pizurica, Sandrine Anthoine, Pierre Vandergheynst, Pascal Frossard, Cagdas Bilen, Srdan Kitic, Nancy Bertin, Rémi Gribonval, Nicolas Boumal, Bamdev Mishra, Pierre-Antoine Absil, Rodolphe Sepulchre, Shaun Bundervoet, Colas Schretter, Ann Dooms, Peter Schelkens, Olivier Chabiron, François Malgouyres, Jean-Yves Tourneret, Nicolas Dobigeon, Pierre Chainais, Cédric Richard, Bruno Cornelis, Ingrid Daubechies, David B. Dunson, Marie Danková, Pavel Rajmic, Kévin Degraux, Valerio Cambareri, Bert Geelen, Gauthier Lafruit, Gianluca Setti, Jean-François Determe, Jérôme Louveaux, François Horlin, Angélique Drémeau, Patrick Héas, Cédric Herzet, Vincent Duval, Gabriel Peyré, Alhussein Fawzi, Mike E. Davies, Nicolas Gillis, Stephen A. Vavasis, Charles Soussen, Luc Le Magoarou, Jingwei Liang, Jalal Fadili, Antoine Liutkus, David Martina, Sylvain Gigan, Laurent Daudet, Mauro Maggioni, Stanislav Minsker, Nate Strawn, C. Mory, Fred Maurice Ngolè Mboula, Jean-Luc Starck, Ignace Loris, Samuel Vaiter, Mohammad Golbabaee, Dejan Vukobratovic:
Proceedings of the second "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'14). CoRR abs/1410.0719 (2014) - 2013
- [j3]Alexey Ozerov, Antoine Liutkus, Roland Badeau, Gaël Richard:
Coding-Based Informed Source Separation: Nonnegative Tensor Factorization Approach. IEEE Trans. Speech Audio Process. 21(8): 1699-1712 (2013) - [c12]Shuhua Zhang, Laurent Girin, Antoine Liutkus:
Informed Source Separation from compressed mixtures using spatial wiener filter and quantization noise estimation. ICASSP 2013: 61-65 - [c11]Antoine Liutkus, Roland Badeau, Gaël Richard:
Low bitrate informed source separation of realistic mixtures. ICASSP 2013: 66-70 - [c10]Cécilia Damon
Non-negative matrix factorization for single-channel EEG artifact rejection. ICASSP 2013: 1177-1181 - [c9]Cécilia Damon
Non-negative Tensor Factorization for single-channel EEG artifact rejection. MLSP 2013: 1-6 - [c8]Antoine Liutkus, Jean-Louis Durrieu, Laurent Daudet, Gaël Richard:
An overview of informed audio source separation. WIAMIS 2013: 1-4 - 2012
- [j2]Antoine Liutkus, Jonathan Pinel, Roland Badeau, Laurent Girin, Gaël Richard:
Informed source separation through spectrogram coding and data embedding. Signal Process. 92(8): 1937-1949 (2012) - [c7]Antoine Liutkus, Stanislaw Gorlow, Nicolas Sturmel, Shuhua Zhang, Laurent Girin, Roland Badeau, Laurent Daudet, Sylvain Marchand, Gaël Richard:
Informed audio source separation: A comparative study. EUSIPCO 2012: 2397-2401 - [c6]Antoine Liutkus, Alexey Ozerov, Roland Badeau, Gaël Richard:
Spatial coding-based Informed Source Separation. EUSIPCO 2012: 2407-2411 - [c5]Antoine Liutkus, Zafar Rafii, Roland Badeau, Bryan Pardo, Gaël Richard:
Adaptive filtering for music/voice separation exploiting the repeating musical structure. ICASSP 2012: 53-56 - [c4]Benoit Fuentes, Antoine Liutkus, Roland Badeau, Gaël Richard:
Probabilistic model for main melody extraction using Constant-Q transform. ICASSP 2012: 5357-5360 - [c3]Antoine Liutkus, Angélique Dremeau, Dimitrios S. Alexiadis, Slim Essid, Petros Daras
Analysis of dance movements using gaussian processes: extended abstract. ACM Multimedia 2012: 1375-1376 - 2011
- [j1]Antoine Liutkus, Roland Badeau, Gaël Richard:
Gaussian Processes for Underdetermined Source Separation. IEEE Trans. Signal Process. 59(7): 3155-3167 (2011) - [c2]Alexey Ozerov, Antoine Liutkus, Roland Badeau, Gaël Richard:
Informed source separation: Source coding meets source separation. WASPAA 2011: 257-260 - 2010
- [c1]Antoine Liutkus, Roland Badeau, Gaël Richard:
Informed Source Separation Using Latent Components. LVA/ICA 2010: 498-505
Coauthor Index
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